Matches in SemOpenAlex for { <https://semopenalex.org/work/W4298097855> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W4298097855 endingPage "219" @default.
- W4298097855 startingPage "208" @default.
- W4298097855 abstract "Fabric defect detection is generally performed based on human visual inspection. This method is not effective and it has various difficulties such as eye delusion and labor cost. To deal with these problems, machine learning, and computer vision-based intelligent systems have been developed. In this paper, a novel real-time fabric defect detection system is proposed. The proposed industrial vision system has been operated in real-time on a loom. Firstly, two fabric databases are constructed by using real fabric images and defective patch capture (DPC) algorithm. Thanks to the novel developed fast Fourier transform-based DPC algorithm, defective texture areas become visible and defect-free areas are suppressed, even on complex denim fabric textures. Secondly, an appropriate convolution neural networks (CNN) model integrated negative mining is determined. However, traditional feature extraction and classification approaches are also used to compare classification performances of deep models and traditional models. Experimental results show that our proposed CNN model integrated negative mining can classify the defected images with high accuracy. Also, the proposed CNN model has been tested in real-time on a loom, and it achieves 100% detection accuracy." @default.
- W4298097855 created "2022-10-01" @default.
- W4298097855 creator A5004677276 @default.
- W4298097855 creator A5023946800 @default.
- W4298097855 creator A5071642067 @default.
- W4298097855 date "2022-09-30" @default.
- W4298097855 modified "2023-10-08" @default.
- W4298097855 title "CNN-Based Fabric Defect Detection System on Loom Fabric Inspection" @default.
- W4298097855 cites W1550959643 @default.
- W4298097855 cites W1599933961 @default.
- W4298097855 cites W1852849178 @default.
- W4298097855 cites W1937412611 @default.
- W4298097855 cites W1981065270 @default.
- W4298097855 cites W1987263271 @default.
- W4298097855 cites W1991141435 @default.
- W4298097855 cites W2009217419 @default.
- W4298097855 cites W2044465660 @default.
- W4298097855 cites W2070407351 @default.
- W4298097855 cites W2082233783 @default.
- W4298097855 cites W2088347861 @default.
- W4298097855 cites W2097061348 @default.
- W4298097855 cites W2132979247 @default.
- W4298097855 cites W2161969291 @default.
- W4298097855 cites W2163534628 @default.
- W4298097855 cites W2528999066 @default.
- W4298097855 cites W2626955082 @default.
- W4298097855 cites W2758014637 @default.
- W4298097855 cites W2795647708 @default.
- W4298097855 cites W2884013364 @default.
- W4298097855 cites W2901581270 @default.
- W4298097855 cites W2980587280 @default.
- W4298097855 cites W2988648371 @default.
- W4298097855 cites W3003971204 @default.
- W4298097855 cites W3082346021 @default.
- W4298097855 cites W3083497998 @default.
- W4298097855 cites W3099927511 @default.
- W4298097855 cites W3109098040 @default.
- W4298097855 cites W4255391993 @default.
- W4298097855 doi "https://doi.org/10.32710/tekstilvekonfeksiyon.1032529" @default.
- W4298097855 hasPublicationYear "2022" @default.
- W4298097855 type Work @default.
- W4298097855 citedByCount "2" @default.
- W4298097855 countsByYear W42980978552022 @default.
- W4298097855 countsByYear W42980978552023 @default.
- W4298097855 crossrefType "journal-article" @default.
- W4298097855 hasAuthorship W4298097855A5004677276 @default.
- W4298097855 hasAuthorship W4298097855A5023946800 @default.
- W4298097855 hasAuthorship W4298097855A5071642067 @default.
- W4298097855 hasBestOaLocation W42980978551 @default.
- W4298097855 hasConcept C138885662 @default.
- W4298097855 hasConcept C153180895 @default.
- W4298097855 hasConcept C154945302 @default.
- W4298097855 hasConcept C2776401178 @default.
- W4298097855 hasConcept C2778584943 @default.
- W4298097855 hasConcept C31972630 @default.
- W4298097855 hasConcept C41008148 @default.
- W4298097855 hasConcept C41895202 @default.
- W4298097855 hasConcept C45347329 @default.
- W4298097855 hasConcept C50644808 @default.
- W4298097855 hasConcept C52622490 @default.
- W4298097855 hasConcept C5339829 @default.
- W4298097855 hasConcept C81363708 @default.
- W4298097855 hasConceptScore W4298097855C138885662 @default.
- W4298097855 hasConceptScore W4298097855C153180895 @default.
- W4298097855 hasConceptScore W4298097855C154945302 @default.
- W4298097855 hasConceptScore W4298097855C2776401178 @default.
- W4298097855 hasConceptScore W4298097855C2778584943 @default.
- W4298097855 hasConceptScore W4298097855C31972630 @default.
- W4298097855 hasConceptScore W4298097855C41008148 @default.
- W4298097855 hasConceptScore W4298097855C41895202 @default.
- W4298097855 hasConceptScore W4298097855C45347329 @default.
- W4298097855 hasConceptScore W4298097855C50644808 @default.
- W4298097855 hasConceptScore W4298097855C52622490 @default.
- W4298097855 hasConceptScore W4298097855C5339829 @default.
- W4298097855 hasConceptScore W4298097855C81363708 @default.
- W4298097855 hasIssue "3" @default.
- W4298097855 hasLocation W42980978551 @default.
- W4298097855 hasLocation W42980978552 @default.
- W4298097855 hasOpenAccess W4298097855 @default.
- W4298097855 hasPrimaryLocation W42980978551 @default.
- W4298097855 hasRelatedWork W2047869714 @default.
- W4298097855 hasRelatedWork W2363650331 @default.
- W4298097855 hasRelatedWork W2363863410 @default.
- W4298097855 hasRelatedWork W2367230280 @default.
- W4298097855 hasRelatedWork W2383621684 @default.
- W4298097855 hasRelatedWork W2387643047 @default.
- W4298097855 hasRelatedWork W2391287690 @default.
- W4298097855 hasRelatedWork W2964954556 @default.
- W4298097855 hasRelatedWork W3019910406 @default.
- W4298097855 hasRelatedWork W569395298 @default.
- W4298097855 hasVolume "32" @default.
- W4298097855 isParatext "false" @default.
- W4298097855 isRetracted "false" @default.
- W4298097855 workType "article" @default.